Giacomo Balloccu

19 papers A* 1A 6Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A conf
Can Path-Based Explainable Recommendation Methods based on Knowledge Graphs Generalize for Personalized Education?
UMAP
Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Andrea Giovanni Martis
2025 A conf
GreenFoodLens: Sustainability Labels for Food Recommendation.
RecSys
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda, Giovanni Murgia
2024 A conf
EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration.
CIKM
Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Andrea Giovanni Martis
2024 — conf
Explainable Recommender Systems with Knowledge Graphs and Language Models.
ECIR (5)
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras
2024 A conf
KGGLM: A Generative Language Model for Generalizable Knowledge Graph Representation Learning in Recommendation.
RecSys
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras, Alessandro Soccol
2024 — conf
Knowledge Data Modeling in Food Recommendation: A Case Study on Nutritional Values.
RecSoGood@RecSys
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda, Giovanni Murgia
2024 — conf
Learner-centered Ontology for Explainable Educational Recommendation.
UMAP (Adjunct Publication)
Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Andrea Giovanni Martis
2023 A conf
Demystifying Recommender Systems: A Multi-faceted Examination of Explanation Generation, Impact, and Perception.
RecSys
Giacomo Balloccu
2023 J jnl
Faithful Path Language Modelling for Explainable Recommendation over Knowledge Graph.
CoRR
Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras
2023 — conf
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation.
ECIR (3)
Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras
2023 J jnl
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation.
CoRR
Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras
2023 — conf
Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods.
IIR
Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras
2023 J jnl
Reinforcement recommendation reasoning through knowledge graphs for explanation path quality.
Knowl. Based Syst.
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras
2023 — conf
Towards Explainable Educational Recommendation through Path Reasoning Methods.
IIR
Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras
2022 A conf
Hands on Explainable Recommender Systems with Knowledge Graphs.
RecSys
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras
2022 A* conf
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations.
SIGIR
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras
2022 J jnl
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations.
CoRR
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras
2022 — conf
Recency, Popularity, and Diversity of Explanations in Knowledge-based Recommendation.
IIR
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras
2022 J jnl
Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path Quality.
CoRR
Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras